ArabicNewSplits7_FineTuningAraBERT_run1_AugV5_k10_task1_organization

This model is a fine-tuned version of aubmindlab/bert-base-arabertv02 on the None dataset. It achieves the following results on the evaluation set:

• Loss: 0.8042
• Qwk: 0.6759
• Mse: 0.8042
• Rmse: 0.8968

Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

• learning_rate: 2e-05
• train_batch_size: 8
• eval_batch_size: 8
• seed: 42
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• num_epochs: 100

Training results

Training Loss	Epoch	Step	Validation Loss	Qwk	Mse	Rmse
No log	0.0426	2	6.7747	0.0308	6.7747	2.6028
No log	0.0851	4	4.8771	0.0682	4.8771	2.2084
No log	0.1277	6	3.2525	0.0988	3.2525	1.8035
No log	0.1702	8	3.0190	0.0494	3.0190	1.7375
No log	0.2128	10	2.0028	0.1875	2.0028	1.4152
No log	0.2553	12	1.8105	0.1964	1.8105	1.3455
No log	0.2979	14	2.4461	-0.0429	2.4461	1.5640
No log	0.3404	16	3.5991	0.0357	3.5991	1.8971
No log	0.3830	18	3.3215	0.0503	3.3215	1.8225
No log	0.4255	20	2.3401	0.0	2.3401	1.5298
No log	0.4681	22	1.9747	0.1852	1.9747	1.4052
No log	0.5106	24	1.9097	0.1165	1.9097	1.3819
No log	0.5532	26	2.0232	0.0784	2.0232	1.4224
No log	0.5957	28	2.0146	0.0777	2.0146	1.4194
No log	0.6383	30	1.9310	0.0777	1.9310	1.3896
No log	0.6809	32	1.8624	0.0777	1.8624	1.3647
No log	0.7234	34	1.7476	0.1154	1.7476	1.3220
No log	0.7660	36	1.5744	0.0784	1.5744	1.2548
No log	0.8085	38	1.6034	0.1538	1.6034	1.2663
No log	0.8511	40	1.8939	0.2769	1.8939	1.3762
No log	0.8936	42	2.0973	0.2609	2.0973	1.4482
No log	0.9362	44	2.3710	0.0	2.3710	1.5398
No log	0.9787	46	2.4726	0.0	2.4726	1.5724
No log	1.0213	48	2.7012	0.0	2.7012	1.6435
No log	1.0638	50	2.7399	0.0	2.7399	1.6553
No log	1.1064	52	2.3505	0.0138	2.3505	1.5331
No log	1.1489	54	2.0070	0.2593	2.0070	1.4167
No log	1.1915	56	1.8370	0.1154	1.8370	1.3554
No log	1.2340	58	1.8755	0.1416	1.8755	1.3695
No log	1.2766	60	2.3851	0.1277	2.3851	1.5444
No log	1.3191	62	2.0617	0.2256	2.0617	1.4358
No log	1.3617	64	1.7959	0.2056	1.7959	1.3401
No log	1.4043	66	1.7950	0.1509	1.7950	1.3398
No log	1.4468	68	1.9260	0.2342	1.9260	1.3878
No log	1.4894	70	1.9881	0.2353	1.9881	1.4100
No log	1.5319	72	1.9094	0.2478	1.9094	1.3818
No log	1.5745	74	1.8098	0.3009	1.8098	1.3453
No log	1.6170	76	1.7171	0.2883	1.7171	1.3104
No log	1.6596	78	1.7104	0.2936	1.7104	1.3078
No log	1.7021	80	1.7029	0.3243	1.7029	1.3050
No log	1.7447	82	1.8634	0.3281	1.8634	1.3651
No log	1.7872	84	1.8869	0.3256	1.8869	1.3736
No log	1.8298	86	1.6464	0.4167	1.6464	1.2831
No log	1.8723	88	1.4523	0.4138	1.4523	1.2051
No log	1.9149	90	1.4149	0.4333	1.4149	1.1895
No log	1.9574	92	1.3140	0.2909	1.3141	1.1463
No log	2.0	94	1.4490	0.2783	1.4490	1.2038
No log	2.0426	96	1.4923	0.2456	1.4923	1.2216
No log	2.0851	98	1.8216	0.2677	1.8216	1.3497
No log	2.1277	100	1.4579	0.3158	1.4579	1.2074
No log	2.1702	102	1.3412	0.4407	1.3412	1.1581
No log	2.2128	104	1.2356	0.4174	1.2356	1.1116
No log	2.2553	106	1.2429	0.2936	1.2429	1.1148
No log	2.2979	108	1.4164	0.4274	1.4164	1.1901
No log	2.3404	110	1.4930	0.4407	1.4930	1.2219
No log	2.3830	112	1.3064	0.3684	1.3064	1.1430
No log	2.4255	114	1.1795	0.3860	1.1795	1.0860
No log	2.4681	116	1.1770	0.4746	1.1770	1.0849
No log	2.5106	118	1.0809	0.4746	1.0809	1.0397
No log	2.5532	120	1.0830	0.5366	1.0830	1.0407
No log	2.5957	122	1.1713	0.4800	1.1713	1.0823
No log	2.6383	124	1.0538	0.5738	1.0538	1.0266
No log	2.6809	126	1.2752	0.4262	1.2752	1.1292
No log	2.7234	128	1.5725	0.3636	1.5725	1.2540
No log	2.7660	130	1.2103	0.4839	1.2103	1.1001
No log	2.8085	132	1.0225	0.5128	1.0225	1.0112
No log	2.8511	134	1.0727	0.4959	1.0727	1.0357
No log	2.8936	136	0.9773	0.6116	0.9773	0.9886
No log	2.9362	138	1.0112	0.5984	1.0112	1.0056
No log	2.9787	140	0.9816	0.6	0.9816	0.9907
No log	3.0213	142	0.9430	0.6080	0.9430	0.9711
No log	3.0638	144	1.0118	0.5760	1.0118	1.0059
No log	3.1064	146	0.9599	0.6032	0.9599	0.9797
No log	3.1489	148	0.9318	0.5970	0.9318	0.9653
No log	3.1915	150	1.6963	0.4819	1.6963	1.3024
No log	3.2340	152	1.5930	0.4528	1.5930	1.2621
No log	3.2766	154	1.0622	0.5778	1.0622	1.0306
No log	3.3191	156	0.8739	0.6107	0.8739	0.9348
No log	3.3617	158	1.1163	0.5344	1.1163	1.0566
No log	3.4043	160	1.1700	0.4962	1.1700	1.0817
No log	3.4468	162	1.0456	0.5455	1.0456	1.0226
No log	3.4894	164	0.9985	0.5738	0.9985	0.9992
No log	3.5319	166	1.1797	0.5075	1.1797	1.0861
No log	3.5745	168	1.1351	0.4961	1.1351	1.0654
No log	3.6170	170	0.9915	0.5079	0.9915	0.9958
No log	3.6596	172	0.9306	0.5691	0.9306	0.9647
No log	3.7021	174	0.9994	0.5938	0.9994	0.9997
No log	3.7447	176	0.9868	0.5625	0.9868	0.9934
No log	3.7872	178	0.9284	0.6349	0.9284	0.9635
No log	3.8298	180	1.0155	0.5197	1.0155	1.0077
No log	3.8723	182	1.0731	0.5606	1.0731	1.0359
No log	3.9149	184	0.9396	0.576	0.9396	0.9693
No log	3.9574	186	0.8348	0.6822	0.8348	0.9137
No log	4.0	188	0.7729	0.6917	0.7729	0.8792
No log	4.0426	190	0.7216	0.7101	0.7216	0.8495
No log	4.0851	192	0.7421	0.7101	0.7421	0.8615
No log	4.1277	194	0.7328	0.7143	0.7328	0.8561
No log	4.1702	196	0.6624	0.7639	0.6624	0.8139
No log	4.2128	198	0.7225	0.7286	0.7225	0.8500
No log	4.2553	200	0.7750	0.6715	0.7750	0.8804
No log	4.2979	202	0.7932	0.7007	0.7932	0.8906
No log	4.3404	204	0.8429	0.5846	0.8429	0.9181
No log	4.3830	206	0.8681	0.5846	0.8681	0.9317
No log	4.4255	208	0.8267	0.6349	0.8267	0.9092
No log	4.4681	210	0.7666	0.6412	0.7666	0.8755
No log	4.5106	212	0.7624	0.7153	0.7624	0.8732
No log	4.5532	214	0.6812	0.7259	0.6812	0.8253
No log	4.5957	216	0.6595	0.7015	0.6595	0.8121
No log	4.6383	218	0.6447	0.7068	0.6447	0.8029
No log	4.6809	220	0.6402	0.7429	0.6402	0.8002
No log	4.7234	222	0.6940	0.6944	0.6940	0.8331
No log	4.7660	224	0.6236	0.6917	0.6236	0.7897
No log	4.8085	226	0.6310	0.7571	0.6310	0.7944
No log	4.8511	228	0.7017	0.7101	0.7017	0.8377
No log	4.8936	230	0.6603	0.7286	0.6603	0.8126
No log	4.9362	232	0.5829	0.75	0.5829	0.7635
No log	4.9787	234	0.6680	0.75	0.6680	0.8173
No log	5.0213	236	0.7323	0.7237	0.7323	0.8557
No log	5.0638	238	0.6210	0.7947	0.6210	0.7880
No log	5.1064	240	0.5944	0.7246	0.5944	0.7710
No log	5.1489	242	0.6143	0.7164	0.6143	0.7838
No log	5.1915	244	0.6406	0.7785	0.6406	0.8004
No log	5.2340	246	0.8091	0.7059	0.8091	0.8995
No log	5.2766	248	0.7914	0.7143	0.7914	0.8896
No log	5.3191	250	0.5963	0.7785	0.5963	0.7722
No log	5.3617	252	0.6504	0.7059	0.6504	0.8065
No log	5.4043	254	0.6992	0.6767	0.6992	0.8362
No log	5.4468	256	0.6361	0.7445	0.6361	0.7976
No log	5.4894	258	0.6756	0.7808	0.6756	0.8219
No log	5.5319	260	0.7642	0.6944	0.7642	0.8742
No log	5.5745	262	0.6685	0.7703	0.6685	0.8176
No log	5.6170	264	0.5968	0.7778	0.5968	0.7725
No log	5.6596	266	0.6568	0.7376	0.6568	0.8104
No log	5.7021	268	0.6622	0.7606	0.6622	0.8137
No log	5.7447	270	0.6578	0.7746	0.6578	0.8110
No log	5.7872	272	0.6634	0.7234	0.6634	0.8145
No log	5.8298	274	0.6434	0.7465	0.6434	0.8021
No log	5.8723	276	0.6502	0.7273	0.6502	0.8063
No log	5.9149	278	0.6412	0.7518	0.6412	0.8008
No log	5.9574	280	0.6413	0.7692	0.6413	0.8008
No log	6.0	282	0.6322	0.7692	0.6322	0.7951
No log	6.0426	284	0.6445	0.7234	0.6445	0.8028
No log	6.0851	286	0.6818	0.7518	0.6818	0.8257
No log	6.1277	288	0.6387	0.7324	0.6387	0.7992
No log	6.1702	290	0.6173	0.7639	0.6173	0.7857
No log	6.2128	292	0.6253	0.7586	0.6253	0.7908
No log	6.2553	294	0.6409	0.7552	0.6409	0.8006
No log	6.2979	296	0.6457	0.7465	0.6457	0.8035
No log	6.3404	298	0.6591	0.7778	0.6591	0.8119
No log	6.3830	300	0.6464	0.7606	0.6464	0.8040
No log	6.4255	302	0.6646	0.7465	0.6646	0.8152
No log	6.4681	304	0.6893	0.7286	0.6893	0.8303
No log	6.5106	306	0.6827	0.7143	0.6827	0.8262
No log	6.5532	308	0.6921	0.7143	0.6921	0.8319
No log	6.5957	310	0.6573	0.7234	0.6573	0.8107
No log	6.6383	312	0.6331	0.7361	0.6331	0.7957
No log	6.6809	314	0.6648	0.7550	0.6648	0.8153
No log	6.7234	316	0.6847	0.7550	0.6847	0.8274
No log	6.7660	318	0.6656	0.7568	0.6656	0.8158
No log	6.8085	320	0.6604	0.7552	0.6604	0.8127
No log	6.8511	322	0.7111	0.7552	0.7111	0.8433
No log	6.8936	324	0.7962	0.6950	0.7962	0.8923
No log	6.9362	326	0.7730	0.6950	0.7730	0.8792
No log	6.9787	328	0.6845	0.7606	0.6845	0.8273
No log	7.0213	330	0.6645	0.7639	0.6645	0.8152
No log	7.0638	332	0.6314	0.7550	0.6314	0.7946
No log	7.1064	334	0.5905	0.7815	0.5905	0.7685
No log	7.1489	336	0.5778	0.7895	0.5778	0.7602
No log	7.1915	338	0.5536	0.7919	0.5536	0.7441
No log	7.2340	340	0.5543	0.8133	0.5543	0.7445
No log	7.2766	342	0.5613	0.7724	0.5613	0.7492
No log	7.3191	344	0.5971	0.7945	0.5971	0.7727
No log	7.3617	346	0.6224	0.7465	0.6224	0.7889
No log	7.4043	348	0.6729	0.7299	0.6729	0.8203
No log	7.4468	350	0.6472	0.7606	0.6472	0.8045
No log	7.4894	352	0.5929	0.75	0.5929	0.7700
No log	7.5319	354	0.5944	0.75	0.5944	0.7710
No log	7.5745	356	0.6106	0.7724	0.6106	0.7814
No log	7.6170	358	0.6785	0.7606	0.6785	0.8237
No log	7.6596	360	0.7454	0.7059	0.7454	0.8634
No log	7.7021	362	0.7249	0.7218	0.7249	0.8514
No log	7.7447	364	0.7173	0.6815	0.7173	0.8470
No log	7.7872	366	0.6998	0.7391	0.6998	0.8366
No log	7.8298	368	0.6514	0.7482	0.6514	0.8071
No log	7.8723	370	0.7446	0.6765	0.7446	0.8629
No log	7.9149	372	0.9283	0.5985	0.9283	0.9635
No log	7.9574	374	0.9068	0.5985	0.9068	0.9522
No log	8.0	376	0.8249	0.6667	0.8249	0.9083
No log	8.0426	378	0.7483	0.7482	0.7483	0.8650
No log	8.0851	380	0.7616	0.7059	0.7616	0.8727
No log	8.1277	382	0.7483	0.7391	0.7483	0.8651
No log	8.1702	384	0.7942	0.7133	0.7942	0.8912
No log	8.2128	386	0.7968	0.6812	0.7968	0.8926
No log	8.2553	388	0.7381	0.7183	0.7381	0.8592
No log	8.2979	390	0.6880	0.7571	0.6880	0.8295
No log	8.3404	392	0.7070	0.7571	0.7070	0.8408
No log	8.3830	394	0.7361	0.7338	0.7361	0.8580
No log	8.4255	396	0.7198	0.7338	0.7198	0.8484
No log	8.4681	398	0.7130	0.7429	0.7130	0.8444
No log	8.5106	400	0.7138	0.7286	0.7138	0.8449
No log	8.5532	402	0.6913	0.7429	0.6913	0.8315
No log	8.5957	404	0.6444	0.7746	0.6444	0.8028
No log	8.6383	406	0.6479	0.7571	0.6479	0.8050
No log	8.6809	408	0.6717	0.7552	0.6717	0.8196
No log	8.7234	410	0.6475	0.7571	0.6475	0.8047
No log	8.7660	412	0.6622	0.7286	0.6622	0.8138
No log	8.8085	414	0.6629	0.7376	0.6629	0.8142
No log	8.8511	416	0.6658	0.7246	0.6658	0.8160
No log	8.8936	418	0.7190	0.7338	0.7190	0.8479
No log	8.9362	420	0.6876	0.7571	0.6876	0.8292
No log	8.9787	422	0.6748	0.7324	0.6748	0.8215
No log	9.0213	424	0.6533	0.7324	0.6533	0.8083
No log	9.0638	426	0.6287	0.7733	0.6287	0.7929
No log	9.1064	428	0.6939	0.7582	0.6939	0.8330
No log	9.1489	430	0.7137	0.7383	0.7137	0.8448
No log	9.1915	432	0.7129	0.7246	0.7129	0.8443
No log	9.2340	434	0.7624	0.6713	0.7624	0.8731
No log	9.2766	436	0.8247	0.6759	0.8247	0.9081
No log	9.3191	438	0.7401	0.6849	0.7401	0.8603
No log	9.3617	440	0.6017	0.8027	0.6017	0.7757
No log	9.4043	442	0.5990	0.8153	0.5990	0.7740
No log	9.4468	444	0.6026	0.8077	0.6026	0.7763
No log	9.4894	446	0.5907	0.7838	0.5907	0.7686
No log	9.5319	448	0.6676	0.7448	0.6676	0.8171
No log	9.5745	450	0.7460	0.6759	0.7460	0.8637
No log	9.6170	452	0.7130	0.7007	0.7130	0.8444
No log	9.6596	454	0.7007	0.7714	0.7007	0.8371
No log	9.7021	456	0.6650	0.7660	0.6650	0.8155
No log	9.7447	458	0.6358	0.7714	0.6358	0.7974
No log	9.7872	460	0.5919	0.8108	0.5919	0.7694
No log	9.8298	462	0.5749	0.8188	0.5749	0.7582
No log	9.8723	464	0.6312	0.7211	0.6312	0.7944
No log	9.9149	466	0.8078	0.6974	0.8078	0.8988
No log	9.9574	468	0.8269	0.6528	0.8269	0.9093
No log	10.0	470	0.7150	0.6939	0.7150	0.8456
No log	10.0426	472	0.6232	0.7857	0.6232	0.7894
No log	10.0851	474	0.6390	0.7973	0.6390	0.7994
No log	10.1277	476	0.6669	0.7703	0.6669	0.8166
No log	10.1702	478	0.6276	0.8028	0.6276	0.7922
No log	10.2128	480	0.6868	0.7211	0.6868	0.8288
No log	10.2553	482	0.9573	0.6395	0.9573	0.9784
No log	10.2979	484	1.0735	0.5833	1.0735	1.0361
No log	10.3404	486	0.9417	0.6483	0.9417	0.9704
No log	10.3830	488	0.7315	0.7114	0.7315	0.8553
No log	10.4255	490	0.6406	0.7338	0.6406	0.8004
No log	10.4681	492	0.6383	0.7324	0.6383	0.7989
No log	10.5106	494	0.6993	0.7114	0.6993	0.8362
No log	10.5532	496	0.8902	0.6711	0.8902	0.9435
No log	10.5957	498	0.9302	0.6797	0.9302	0.9645
0.5652	10.6383	500	0.7795	0.6939	0.7795	0.8829
0.5652	10.6809	502	0.6308	0.7808	0.6308	0.7942
0.5652	10.7234	504	0.5994	0.7919	0.5994	0.7742
0.5652	10.7660	506	0.6015	0.7843	0.6015	0.7756
0.5652	10.8085	508	0.5702	0.7871	0.5702	0.7551
0.5652	10.8511	510	0.5641	0.8	0.5641	0.7511
0.5652	10.8936	512	0.5748	0.7891	0.5748	0.7582
0.5652	10.9362	514	0.6425	0.7310	0.6425	0.8015
0.5652	10.9787	516	0.7277	0.6950	0.7277	0.8531
0.5652	11.0213	518	0.7547	0.7	0.7547	0.8687
0.5652	11.0638	520	0.6967	0.7482	0.6967	0.8347
0.5652	11.1064	522	0.6603	0.7518	0.6603	0.8126
0.5652	11.1489	524	0.6307	0.7746	0.6307	0.7942
0.5652	11.1915	526	0.6246	0.7746	0.6246	0.7903
0.5652	11.2340	528	0.6184	0.7832	0.6184	0.7864
0.5652	11.2766	530	0.5908	0.7832	0.5908	0.7686
0.5652	11.3191	532	0.6015	0.7571	0.6015	0.7756
0.5652	11.3617	534	0.6191	0.7482	0.6191	0.7869
0.5652	11.4043	536	0.6464	0.7234	0.6464	0.8040
0.5652	11.4468	538	0.6109	0.7801	0.6109	0.7816
0.5652	11.4894	540	0.5861	0.7832	0.5861	0.7656
0.5652	11.5319	542	0.5769	0.7832	0.5769	0.7595
0.5652	11.5745	544	0.5970	0.7482	0.5970	0.7727
0.5652	11.6170	546	0.6167	0.7482	0.6167	0.7853
0.5652	11.6596	548	0.6948	0.6870	0.6948	0.8335
0.5652	11.7021	550	0.7080	0.6870	0.7080	0.8415
0.5652	11.7447	552	0.6516	0.7445	0.6516	0.8072
0.5652	11.7872	554	0.6328	0.7660	0.6328	0.7955
0.5652	11.8298	556	0.6697	0.7194	0.6697	0.8184
0.5652	11.8723	558	0.6158	0.7671	0.6158	0.7847
0.5652	11.9149	560	0.5397	0.7832	0.5397	0.7347
0.5652	11.9574	562	0.5883	0.7862	0.5883	0.7670
0.5652	12.0	564	0.6222	0.7785	0.6222	0.7888
0.5652	12.0426	566	0.5506	0.8	0.5506	0.7420
0.5652	12.0851	568	0.5136	0.8	0.5136	0.7167
0.5652	12.1277	570	0.5347	0.8	0.5347	0.7313
0.5652	12.1702	572	0.5560	0.7917	0.5560	0.7456
0.5652	12.2128	574	0.5782	0.7972	0.5782	0.7604
0.5652	12.2553	576	0.5710	0.7972	0.5710	0.7557
0.5652	12.2979	578	0.5344	0.7917	0.5344	0.7311
0.5652	12.3404	580	0.5531	0.7887	0.5531	0.7437
0.5652	12.3830	582	0.5650	0.7862	0.5650	0.7517
0.5652	12.4255	584	0.5524	0.8079	0.5524	0.7432
0.5652	12.4681	586	0.5202	0.7917	0.5202	0.7212
0.5652	12.5106	588	0.5528	0.8219	0.5528	0.7435
0.5652	12.5532	590	0.5933	0.7943	0.5933	0.7702
0.5652	12.5957	592	0.6043	0.7832	0.6043	0.7773
0.5652	12.6383	594	0.6556	0.7429	0.6556	0.8097
0.5652	12.6809	596	0.7633	0.6901	0.7633	0.8737
0.5652	12.7234	598	0.7914	0.6712	0.7914	0.8896
0.5652	12.7660	600	0.6739	0.7397	0.6739	0.8209
0.5652	12.8085	602	0.5430	0.7808	0.5430	0.7369
0.5652	12.8511	604	0.5039	0.8322	0.5039	0.7099
0.5652	12.8936	606	0.4948	0.8322	0.4948	0.7034
0.5652	12.9362	608	0.5068	0.7808	0.5068	0.7119
0.5652	12.9787	610	0.5857	0.7703	0.5857	0.7653
0.5652	13.0213	612	0.6411	0.75	0.6411	0.8007
0.5652	13.0638	614	0.6386	0.7391	0.6386	0.7991
0.5652	13.1064	616	0.6070	0.7626	0.6070	0.7791
0.5652	13.1489	618	0.5975	0.7917	0.5975	0.7730
0.5652	13.1915	620	0.6461	0.7862	0.6461	0.8038
0.5652	13.2340	622	0.6368	0.7808	0.6368	0.7980
0.5652	13.2766	624	0.5873	0.7917	0.5873	0.7664
0.5652	13.3191	626	0.5638	0.7917	0.5638	0.7509
0.5652	13.3617	628	0.5722	0.7832	0.5722	0.7564
0.5652	13.4043	630	0.5757	0.7832	0.5757	0.7588
0.5652	13.4468	632	0.5940	0.7606	0.5940	0.7707
0.5652	13.4894	634	0.6289	0.7429	0.6289	0.7930
0.5652	13.5319	636	0.7539	0.6763	0.7539	0.8683
0.5652	13.5745	638	0.8486	0.6667	0.8486	0.9212
0.5652	13.6170	640	0.8380	0.6619	0.8380	0.9154
0.5652	13.6596	642	0.7940	0.6716	0.7940	0.8911
0.5652	13.7021	644	0.7359	0.7059	0.7359	0.8578
0.5652	13.7447	646	0.7435	0.6901	0.7435	0.8623
0.5652	13.7872	648	0.7468	0.7114	0.7468	0.8642
0.5652	13.8298	650	0.6904	0.7285	0.6904	0.8309
0.5652	13.8723	652	0.6662	0.7092	0.6662	0.8162
0.5652	13.9149	654	0.6118	0.7660	0.6118	0.7822
0.5652	13.9574	656	0.5973	0.7746	0.5973	0.7729
0.5652	14.0	658	0.6269	0.7413	0.6269	0.7918
0.5652	14.0426	660	0.7114	0.6993	0.7114	0.8434
0.5652	14.0851	662	0.7383	0.6993	0.7383	0.8592
0.5652	14.1277	664	0.6393	0.7234	0.6393	0.7996
0.5652	14.1702	666	0.5475	0.8	0.5475	0.7399
0.5652	14.2128	668	0.5606	0.8082	0.5606	0.7487
0.5652	14.2553	670	0.5369	0.8322	0.5369	0.7327
0.5652	14.2979	672	0.5178	0.7917	0.5178	0.7196
0.5652	14.3404	674	0.5963	0.7733	0.5963	0.7722
0.5652	14.3830	676	0.6903	0.7467	0.6903	0.8308
0.5652	14.4255	678	0.6659	0.7222	0.6659	0.8160
0.5652	14.4681	680	0.5939	0.7482	0.5939	0.7707
0.5652	14.5106	682	0.5872	0.7857	0.5872	0.7663
0.5652	14.5532	684	0.5600	0.7943	0.5600	0.7483
0.5652	14.5957	686	0.5412	0.7746	0.5412	0.7357
0.5652	14.6383	688	0.5041	0.8219	0.5041	0.7100
0.5652	14.6809	690	0.4944	0.8056	0.4944	0.7031
0.5652	14.7234	692	0.5037	0.8056	0.5037	0.7097
0.5652	14.7660	694	0.5125	0.8138	0.5125	0.7159
0.5652	14.8085	696	0.5225	0.8138	0.5225	0.7228
0.5652	14.8511	698	0.5108	0.8138	0.5108	0.7147
0.5652	14.8936	700	0.4906	0.8243	0.4906	0.7004
0.5652	14.9362	702	0.5071	0.8243	0.5071	0.7121
0.5652	14.9787	704	0.5151	0.8188	0.5151	0.7177
0.5652	15.0213	706	0.5163	0.8267	0.5163	0.7186
0.5652	15.0638	708	0.4976	0.8442	0.4976	0.7054
0.5652	15.1064	710	0.5021	0.8442	0.5021	0.7086
0.5652	15.1489	712	0.5170	0.8158	0.5170	0.7190
0.5652	15.1915	714	0.5127	0.8442	0.5127	0.7160
0.5652	15.2340	716	0.5593	0.8054	0.5593	0.7479
0.5652	15.2766	718	0.6005	0.7606	0.6005	0.7749
0.5652	15.3191	720	0.6527	0.6993	0.6527	0.8079
0.5652	15.3617	722	0.6587	0.6901	0.6587	0.8116
0.5652	15.4043	724	0.6208	0.7133	0.6208	0.7879
0.5652	15.4468	726	0.5708	0.7534	0.5708	0.7555
0.5652	15.4894	728	0.5496	0.7945	0.5496	0.7414
0.5652	15.5319	730	0.5762	0.7755	0.5762	0.7591
0.5652	15.5745	732	0.5962	0.7183	0.5962	0.7721
0.5652	15.6170	734	0.6185	0.7143	0.6185	0.7865
0.5652	15.6596	736	0.6296	0.7429	0.6296	0.7935
0.5652	15.7021	738	0.6600	0.6957	0.6600	0.8124
0.5652	15.7447	740	0.6658	0.7007	0.6658	0.8160
0.5652	15.7872	742	0.6922	0.7007	0.6922	0.8320
0.5652	15.8298	744	0.7098	0.7206	0.7098	0.8425
0.5652	15.8723	746	0.7188	0.7206	0.7188	0.8478
0.5652	15.9149	748	0.7038	0.7206	0.7038	0.8389
0.5652	15.9574	750	0.7033	0.7206	0.7033	0.8387
0.5652	16.0	752	0.7294	0.6986	0.7294	0.8541
0.5652	16.0426	754	0.7632	0.7190	0.7632	0.8736
0.5652	16.0851	756	0.7459	0.7114	0.7459	0.8637
0.5652	16.1277	758	0.7641	0.7114	0.7641	0.8741
0.5652	16.1702	760	0.7155	0.7310	0.7155	0.8458
0.5652	16.2128	762	0.6907	0.7273	0.6907	0.8311
0.5652	16.2553	764	0.7349	0.7143	0.7349	0.8573
0.5652	16.2979	766	0.8261	0.6519	0.8261	0.9089
0.5652	16.3404	768	0.8971	0.6324	0.8971	0.9471
0.5652	16.3830	770	0.8414	0.6324	0.8414	0.9173
0.5652	16.4255	772	0.7342	0.7092	0.7342	0.8569
0.5652	16.4681	774	0.6776	0.7465	0.6776	0.8232
0.5652	16.5106	776	0.6391	0.7552	0.6391	0.7994
0.5652	16.5532	778	0.6060	0.7606	0.6060	0.7784
0.5652	16.5957	780	0.6053	0.7518	0.6053	0.7780
0.5652	16.6383	782	0.6786	0.7518	0.6786	0.8238
0.5652	16.6809	784	0.6817	0.7429	0.6817	0.8257
0.5652	16.7234	786	0.6782	0.7556	0.6782	0.8236
0.5652	16.7660	788	0.7744	0.6763	0.7744	0.8800
0.5652	16.8085	790	0.8516	0.6803	0.8516	0.9228
0.5652	16.8511	792	0.8056	0.6761	0.8056	0.8976
0.5652	16.8936	794	0.6815	0.7143	0.6815	0.8255
0.5652	16.9362	796	0.6176	0.7429	0.6176	0.7858
0.5652	16.9787	798	0.6288	0.7639	0.6288	0.7929
0.5652	17.0213	800	0.5915	0.7413	0.5915	0.7691
0.5652	17.0638	802	0.5660	0.7703	0.5660	0.7524
0.5652	17.1064	804	0.6709	0.72	0.6709	0.8191
0.5652	17.1489	806	0.7235	0.7027	0.7235	0.8506
0.5652	17.1915	808	0.6608	0.7172	0.6608	0.8129
0.5652	17.2340	810	0.6089	0.7692	0.6089	0.7803
0.5652	17.2766	812	0.6297	0.7606	0.6297	0.7935
0.5652	17.3191	814	0.6242	0.7606	0.6242	0.7901
0.5652	17.3617	816	0.5901	0.7917	0.5901	0.7682
0.5652	17.4043	818	0.5836	0.8	0.5836	0.7639
0.5652	17.4468	820	0.6240	0.7518	0.6240	0.7899
0.5652	17.4894	822	0.7118	0.6986	0.7118	0.8437
0.5652	17.5319	824	0.7002	0.7183	0.7002	0.8368
0.5652	17.5745	826	0.6571	0.7143	0.6571	0.8106
0.5652	17.6170	828	0.6029	0.7887	0.6029	0.7764
0.5652	17.6596	830	0.5584	0.7945	0.5584	0.7472
0.5652	17.7021	832	0.5317	0.8	0.5317	0.7292
0.5652	17.7447	834	0.5249	0.8182	0.5249	0.7245
0.5652	17.7872	836	0.5230	0.8105	0.5230	0.7232
0.5652	17.8298	838	0.5213	0.8258	0.5213	0.7220
0.5652	17.8723	840	0.5253	0.8258	0.5253	0.7248
0.5652	17.9149	842	0.5322	0.8289	0.5322	0.7295
0.5652	17.9574	844	0.5637	0.7973	0.5637	0.7508
0.5652	18.0	846	0.5976	0.7973	0.5976	0.7730
0.5652	18.0426	848	0.5930	0.7832	0.5930	0.7701
0.5652	18.0851	850	0.6557	0.7286	0.6557	0.8098
0.5652	18.1277	852	0.7605	0.6763	0.7605	0.8721
0.5652	18.1702	854	0.7717	0.6763	0.7717	0.8785
0.5652	18.2128	856	0.7260	0.6957	0.7260	0.8521
0.5652	18.2553	858	0.7042	0.7338	0.7042	0.8392
0.5652	18.2979	860	0.6821	0.7338	0.6821	0.8259
0.5652	18.3404	862	0.6607	0.7234	0.6607	0.8128
0.5652	18.3830	864	0.6009	0.7586	0.6009	0.7752
0.5652	18.4255	866	0.5538	0.8188	0.5538	0.7442
0.5652	18.4681	868	0.5378	0.8082	0.5378	0.7333
0.5652	18.5106	870	0.5427	0.8163	0.5427	0.7367
0.5652	18.5532	872	0.5486	0.7660	0.5486	0.7407
0.5652	18.5957	874	0.5540	0.7832	0.5540	0.7443
0.5652	18.6383	876	0.5718	0.7746	0.5718	0.7561
0.5652	18.6809	878	0.5764	0.8	0.5764	0.7592
0.5652	18.7234	880	0.5946	0.7660	0.5946	0.7711
0.5652	18.7660	882	0.6012	0.7660	0.6012	0.7754
0.5652	18.8085	884	0.5935	0.7972	0.5935	0.7704
0.5652	18.8511	886	0.5854	0.7660	0.5854	0.7651
0.5652	18.8936	888	0.5868	0.7778	0.5868	0.7660
0.5652	18.9362	890	0.5887	0.7660	0.5887	0.7673
0.5652	18.9787	892	0.5890	0.7887	0.5890	0.7674
0.5652	19.0213	894	0.5786	0.8054	0.5786	0.7607
0.5652	19.0638	896	0.5596	0.8054	0.5596	0.7481
0.5652	19.1064	898	0.5695	0.7746	0.5695	0.7547
0.5652	19.1489	900	0.5877	0.7887	0.5877	0.7666
0.5652	19.1915	902	0.5856	0.7660	0.5856	0.7652
0.5652	19.2340	904	0.5768	0.7746	0.5768	0.7595
0.5652	19.2766	906	0.5937	0.7838	0.5937	0.7705
0.5652	19.3191	908	0.6199	0.7432	0.6199	0.7874
0.5652	19.3617	910	0.6355	0.7532	0.6355	0.7972
0.5652	19.4043	912	0.6044	0.7848	0.6044	0.7774
0.5652	19.4468	914	0.5909	0.7763	0.5909	0.7687
0.5652	19.4894	916	0.6202	0.7763	0.6202	0.7875
0.5652	19.5319	918	0.6701	0.75	0.6701	0.8186
0.5652	19.5745	920	0.6562	0.7310	0.6562	0.8100
0.5652	19.6170	922	0.6182	0.7746	0.6182	0.7862
0.5652	19.6596	924	0.6116	0.7746	0.6116	0.7821
0.5652	19.7021	926	0.6295	0.7778	0.6295	0.7934
0.5652	19.7447	928	0.6312	0.7778	0.6312	0.7945
0.5652	19.7872	930	0.6459	0.7891	0.6459	0.8037
0.5652	19.8298	932	0.7230	0.7333	0.7230	0.8503
0.5652	19.8723	934	0.7685	0.7320	0.7685	0.8766
0.5652	19.9149	936	0.7498	0.7211	0.7498	0.8659
0.5652	19.9574	938	0.6679	0.7397	0.6679	0.8173
0.5652	20.0	940	0.6405	0.7671	0.6405	0.8003
0.5652	20.0426	942	0.6456	0.7586	0.6456	0.8035
0.5652	20.0851	944	0.5927	0.7778	0.5927	0.7699
0.5652	20.1277	946	0.5812	0.7945	0.5812	0.7624
0.5652	20.1702	948	0.5838	0.7917	0.5838	0.7641
0.5652	20.2128	950	0.5834	0.7891	0.5834	0.7638
0.5652	20.2553	952	0.5515	0.8158	0.5515	0.7427
0.5652	20.2979	954	0.5153	0.8054	0.5153	0.7179
0.5652	20.3404	956	0.5151	0.7973	0.5151	0.7177
0.5652	20.3830	958	0.5128	0.7862	0.5128	0.7161
0.5652	20.4255	960	0.5386	0.8235	0.5386	0.7339
0.5652	20.4681	962	0.5608	0.8	0.5608	0.7488
0.5652	20.5106	964	0.5794	0.8082	0.5794	0.7612
0.5652	20.5532	966	0.6042	0.7887	0.6042	0.7773
0.5652	20.5957	968	0.6373	0.7770	0.6373	0.7983
0.5652	20.6383	970	0.6333	0.7770	0.6333	0.7958
0.5652	20.6809	972	0.6470	0.7571	0.6470	0.8043
0.5652	20.7234	974	0.6966	0.7534	0.6966	0.8346
0.5652	20.7660	976	0.6645	0.7871	0.6645	0.8152
0.5652	20.8085	978	0.5929	0.8129	0.5929	0.7700
0.5652	20.8511	980	0.5523	0.8289	0.5523	0.7432
0.5652	20.8936	982	0.5337	0.7778	0.5337	0.7306
0.5652	20.9362	984	0.5402	0.7862	0.5402	0.7350
0.5652	20.9787	986	0.5291	0.7862	0.5291	0.7274
0.5652	21.0213	988	0.5613	0.8108	0.5613	0.7492
0.5652	21.0638	990	0.6766	0.7483	0.6766	0.8226
0.5652	21.1064	992	0.7250	0.7083	0.7250	0.8515
0.5652	21.1489	994	0.7196	0.7353	0.7196	0.8483
0.5652	21.1915	996	0.7091	0.7445	0.7091	0.8421
0.5652	21.2340	998	0.7035	0.7015	0.7035	0.8388
0.0773	21.2766	1000	0.6900	0.7353	0.6900	0.8307
0.0773	21.3191	1002	0.6750	0.7571	0.6750	0.8216
0.0773	21.3617	1004	0.6751	0.7429	0.6751	0.8216
0.0773	21.4043	1006	0.7412	0.7	0.7412	0.8610
0.0773	21.4468	1008	0.7857	0.6849	0.7857	0.8864
0.0773	21.4894	1010	0.8389	0.6623	0.8389	0.9159
0.0773	21.5319	1012	0.7993	0.6974	0.7993	0.8940
0.0773	21.5745	1014	0.8042	0.6759	0.8042	0.8968

Framework versions

• Transformers 4.44.2
• Pytorch 2.4.0+cu118
• Datasets 2.21.0
• Tokenizers 0.19.1